John Ramey
Head Of Machine Learning at EquinEdge, LLC.
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolJohn Ramey is a data science and machine learning leader with 15 years of experience and 10+ years building and scaling end-to-end ML teams and products across finance, energy, and research. Currently Head of Machine Learning at EquinEdge, he has a strong track record of translating domain problems into productionized pipelines—data storage, ETL, model development, and monitoring—while measuring impact with quantitative and qualitative metrics. Previously as Chief Data Scientist at Novi Labs he led patented ML forecasting work for reservoir engineering and co-authored industry papers and presentations, and at Setpoint built cloud-based dashboards and financial analytics for private credit. With a Ph.D. in Statistics, a history of organizing Austin’s deep learning community, and two decades of disciplined teamwork (including long-term service as a soccer referee), he blends rigorous research instincts with product-focused delivery and stakeholder collaboration.
15 years of coding experience
11 years of employment as a software developer
Ph.D. Statistics, Ph.D. Statistics at Baylor University
Stackoverflow
3,442reputation
672kreached
16answers
5questions
pyspark
top-5%
visual-studio-code
top-5%
apache-spark
top-5%
python
top-5%
Github Skills (104)
docker-run10
notebook10
ipython10
tidy10
sparse10
missing-data10
r-package10
jupyter10
meta-analysis10
jupyter-notebook10
mongoose-plugin10
jupyterhub10
jupyterlab10
binder10
statistics9
Programming languages (5)
Github contributions (5)
ramhiser/clusteval
Jun 2011 - Oct 2017
Contributions:1 release, 89 commits, 1 PR in 6 years 4 months
clusteringevaluationclustering-evaluation
ramhiser/activelearning
Jul 2011 - May 2017
Contributions:101 commits, 37 pushes, 1 tag in 5 years 11 months
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